# Copyright (c) 2018 Satpy developers
#
# This file is part of satpy.
#
# satpy is free software: you can redistribute it and/or modify it under the
# terms of the GNU General Public License as published by the Free Software
# Foundation, either version 3 of the License, or (at your option) any later
# version.
#
# satpy is distributed in the hope that it will be useful, but WITHOUT ANY
# WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR
# A PARTICULAR PURPOSE. See the GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License along with
# satpy. If not, see <http://www.gnu.org/licenses/>.
"""Tests for the goes imager nc reader (EUMETSAT variant)."""
import unittest
from unittest import mock
import numpy as np
import xarray as xr
from satpy.readers.goes_imager_nc import is_vis_channel
from satpy.tests.utils import make_dataid
[docs]
class GOESNCEUMFileHandlerRadianceTest(unittest.TestCase):
"""Tests for the radiances."""
longMessage = True
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@mock.patch('satpy.readers.goes_imager_nc.xr')
def setUp(self, xr_):
"""Set up the tests."""
from satpy.readers.goes_imager_nc import CALIB_COEFS, GOESEUMNCFileHandler
self.coefs = CALIB_COEFS['GOES-15']
self.all_coefs = CALIB_COEFS
self.channels = sorted(self.coefs.keys())
self.ir_channels = sorted([ch for ch in self.channels
if not is_vis_channel(ch)])
self.vis_channels = sorted([ch for ch in self.channels
if is_vis_channel(ch)])
# Mock file access to return a fake dataset.
nrows = ncols = 300
self.radiance = np.ones((1, nrows, ncols)) # IR channels
self.lon = np.zeros((nrows, ncols)) # Dummy
self.lat = np.repeat(np.linspace(-150, 150, nrows), ncols).reshape(
nrows, ncols) # Includes invalid values to be masked
xr_.open_dataset.return_value = xr.Dataset(
{'data': xr.DataArray(data=self.radiance, dims=('time', 'yc', 'xc')),
'time': xr.DataArray(data=np.array([0], dtype='datetime64[ms]'),
dims=('time',)),
'bands': xr.DataArray(data=np.array([1]))},
attrs={'Satellite Sensor': 'G-15'})
geo_data = xr.Dataset(
{'lon': xr.DataArray(data=self.lon, dims=('yc', 'xc')),
'lat': xr.DataArray(data=self.lat, dims=('yc', 'xc'))},
attrs={'Satellite Sensor': 'G-15'})
# Instantiate reader using the mocked open_dataset() method
self.reader = GOESEUMNCFileHandler(filename='dummy', filename_info={},
filetype_info={}, geo_data=geo_data)
[docs]
def test_get_dataset_radiance(self):
"""Test getting the radiances."""
for ch in self.channels:
if not is_vis_channel(ch):
radiance = self.reader.get_dataset(
key=make_dataid(name=ch, calibration='radiance'), info={})
# ... this only compares the valid (unmasked) elements
self.assertTrue(np.all(self.radiance == radiance.to_masked_array()),
msg='get_dataset() returns invalid radiance for '
'channel {}'.format(ch))
[docs]
def test_calibrate(self):
"""Test whether the correct calibration methods are called."""
for ch in self.channels:
if not is_vis_channel(ch):
calibs = {'brightness_temperature': '_calibrate_ir'}
for calib, method in calibs.items():
with mock.patch.object(self.reader, method) as target_func:
self.reader.calibrate(data=self.reader.nc['data'],
calibration=calib, channel=ch)
target_func.assert_called()
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def test_get_sector(self):
"""Test sector identification."""
from satpy.readers.goes_imager_nc import (
FULL_DISC,
NORTH_HEMIS_EAST,
NORTH_HEMIS_WEST,
SOUTH_HEMIS_EAST,
SOUTH_HEMIS_WEST,
UNKNOWN_SECTOR,
)
shapes = {
(2700, 5200): FULL_DISC,
(1850, 3450): NORTH_HEMIS_EAST,
(600, 3500): SOUTH_HEMIS_EAST,
(1310, 3300): NORTH_HEMIS_WEST,
(1099, 2800): SOUTH_HEMIS_WEST,
(123, 456): UNKNOWN_SECTOR
}
for (nlines, ncols), sector_ref in shapes.items():
for channel in ('00_7', '10_7'):
sector = self.reader._get_sector(channel=channel, nlines=nlines,
ncols=ncols)
self.assertEqual(sector, sector_ref,
msg='Incorrect sector identification')
[docs]
class GOESNCEUMFileHandlerReflectanceTest(unittest.TestCase):
"""Testing the reflectances."""
longMessage = True
[docs]
@mock.patch('satpy.readers.goes_imager_nc.xr')
def setUp(self, xr_):
"""Set up the tests."""
from satpy.readers.goes_imager_nc import CALIB_COEFS, GOESEUMNCFileHandler
self.coefs = CALIB_COEFS['GOES-15']
self.all_coefs = CALIB_COEFS
self.channels = sorted(self.coefs.keys())
self.ir_channels = sorted([ch for ch in self.channels
if not is_vis_channel(ch)])
self.vis_channels = sorted([ch for ch in self.channels
if is_vis_channel(ch)])
# Mock file access to return a fake dataset.
nrows = ncols = 300
self.reflectance = 50 * np.ones((1, nrows, ncols)) # Vis channel
self.lon = np.zeros((nrows, ncols)) # Dummy
self.lat = np.repeat(np.linspace(-150, 150, nrows), ncols).reshape(
nrows, ncols) # Includes invalid values to be masked
xr_.open_dataset.return_value = xr.Dataset(
{'data': xr.DataArray(data=self.reflectance, dims=('time', 'yc', 'xc')),
'time': xr.DataArray(data=np.array([0], dtype='datetime64[ms]'),
dims=('time',)),
'bands': xr.DataArray(data=np.array([1]))},
attrs={'Satellite Sensor': 'G-15'})
geo_data = xr.Dataset(
{'lon': xr.DataArray(data=self.lon, dims=('yc', 'xc')),
'lat': xr.DataArray(data=self.lat, dims=('yc', 'xc'))},
attrs={'Satellite Sensor': 'G-15'})
# Instantiate reader using the mocked open_dataset() method
self.reader = GOESEUMNCFileHandler(filename='dummy', filename_info={},
filetype_info={}, geo_data=geo_data)
[docs]
def test_get_dataset_reflectance(self):
"""Test getting the reflectance."""
for ch in self.channels:
if is_vis_channel(ch):
refl = self.reader.get_dataset(
key=make_dataid(name=ch, calibration='reflectance'), info={})
# ... this only compares the valid (unmasked) elements
self.assertTrue(np.all(self.reflectance == refl.to_masked_array()),
msg='get_dataset() returns invalid reflectance for '
'channel {}'.format(ch))